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Books > Computing & IT > Applications of computing > Artificial intelligence > Natural language & machine translation

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Machine Translation with Minimal Reliance on Parallel Resources (Paperback, 1st ed. 2017) Loot Price: R1,521
Discovery Miles 15 210
Machine Translation with Minimal Reliance on Parallel Resources (Paperback, 1st ed. 2017): George Tambouratzis, Marina...

Machine Translation with Minimal Reliance on Parallel Resources (Paperback, 1st ed. 2017)

George Tambouratzis, Marina Vassiliou, Sokratis Sofianopoulos

Series: SpringerBriefs in Statistics

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Loot Price R1,521 Discovery Miles 15 210 | Repayment Terms: R143 pm x 12*

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This book provides a unified view on a new methodology for Machine Translation (MT). This methodology extracts information from widely available resources (extensive monolingual corpora) while only assuming the existence of a very limited parallel corpus, thus having a unique starting point to Statistical Machine Translation (SMT). In this book, a detailed presentation of the methodology principles and system architecture is followed by a series of experiments, where the proposed system is compared to other MT systems using a set of established metrics including BLEU, NIST, Meteor and TER. Additionally, a free-to-use code is available, that allows the creation of new MT systems. The volume is addressed to both language professionals and researchers. Prerequisites for the readers are very limited and include a basic understanding of the machine translation as well as of the basic tools of natural language processing.

General

Imprint: Springer International Publishing AG
Country of origin: Switzerland
Series: SpringerBriefs in Statistics
Release date: August 2017
First published: 2017
Authors: George Tambouratzis • Marina Vassiliou • Sokratis Sofianopoulos
Dimensions: 235 x 155mm (L x W)
Format: Paperback
Pages: 88
Edition: 1st ed. 2017
ISBN-13: 978-3-319-63105-9
Categories: Books > Computing & IT > General theory of computing > Mathematical theory of computation
Books > Computing & IT > Applications of computing > Pattern recognition
Books > Science & Mathematics > Mathematics > Applied mathematics > Mathematics for scientists & engineers
Books > Computing & IT > Computer software packages > Other software packages > Mathematical & statistical software
Books > Computing & IT > Applications of computing > Artificial intelligence > Natural language & machine translation
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LSN: 3-319-63105-5
Barcode: 9783319631059

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